Next Steps
- what are 3-4 key ops to add to CombBLAS? how many such ops are there in toto?
- impl key ops
- can CombBLAS do irregularly balanced / “accordion” parallelism (e.g., in SG isomorph)
- test usability of KDT/CombBLAS/SPARQL by implementing a handful of kernels, c.f. & metrics
- front-to-back flow (put the "K" in KDT):
- autogenerate RDF from an unstructured corpus
- create and run SPARQL query
- feed results into KDT (standing alone)
- then into presentation layer
- LUBM query 9 on SPARQL-on-CombBLAS
- triangle-finding code into CombBLAS
- think about SPARQL extensions for global analytic Qs
- how to load RDF into CombBLAS
- graph viz: who to partner with? Tobias Hollerer at UCSB. Nick: and reduce the data to a visualizable size.
- what do you look at to visualize a billion-edge graph?
- find use cases that illustrate value
***action: SPR
***million-song DB